Triple

T6394177
Position Surface form Disambiguated ID Type / Status
Subject Johnny Gill E143899 entity
Predicate notableWork P4 FINISHED
Object song "Fairweather Friend"
"Fairweather Friend" is an R&B song by American singer Johnny Gill, released in 1990 from his self-titled album and known for its new jack swing style and themes of unreliable friendship.
 E591316 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: song "Fairweather Friend" | Statement: [Johnny Gill, notableWork, song "Fairweather Friend"]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: song "Fairweather Friend"
Context triple: [Johnny Gill, notableWork, song "Fairweather Friend"]
  • A. song "Fantasy"
    "Fantasy" is a 1995 pop and R&B hit by Mariah Carey, known for its catchy hook, innovative use of a Tom Tom Club sample, and enduring popularity as one of her signature songs.
  • B. song "A Sorta Fairytale"
    "A Sorta Fairytale" is a 2002 piano-driven alternative rock song by American singer-songwriter Tori Amos, known for its introspective lyrics and prominent music video featuring actor Adrien Brody.
  • C. song "Friend of the Devil"
    "Friend of the Devil" is a classic folk-rock song by the Grateful Dead, known for its storytelling lyrics and acoustic, country-influenced sound.
  • D. song "Winter"
    "Winter" is a poignant piano-driven ballad by Tori Amos that explores themes of childhood, change, and a complex father–daughter relationship.
  • E. song "The Ground Beneath Her Feet"
    "The Ground Beneath Her Feet" is a song by U2, featuring lyrics adapted from Salman Rushdie’s novel of the same name and first released on the soundtrack to the film "The Million Dollar Hotel."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: song "Fairweather Friend"
Target entity description: "Fairweather Friend" is an R&B song by American singer Johnny Gill, released in 1990 from his self-titled album and known for its new jack swing style and themes of unreliable friendship.
  • A. song "Fantasy"
    "Fantasy" is a 1995 pop and R&B hit by Mariah Carey, known for its catchy hook, innovative use of a Tom Tom Club sample, and enduring popularity as one of her signature songs.
  • B. song "A Sorta Fairytale"
    "A Sorta Fairytale" is a 2002 piano-driven alternative rock song by American singer-songwriter Tori Amos, known for its introspective lyrics and prominent music video featuring actor Adrien Brody.
  • C. song "Friend of the Devil"
    "Friend of the Devil" is a classic folk-rock song by the Grateful Dead, known for its storytelling lyrics and acoustic, country-influenced sound.
  • D. song "Winter"
    "Winter" is a poignant piano-driven ballad by Tori Amos that explores themes of childhood, change, and a complex father–daughter relationship.
  • E. song "The Ground Beneath Her Feet"
    "The Ground Beneath Her Feet" is a song by U2, featuring lyrics adapted from Salman Rushdie’s novel of the same name and first released on the soundtrack to the film "The Million Dollar Hotel."
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: song "Fairweather Friend"
Triple: [Johnny Gill, notableWork, song "Fairweather Friend"]
Generated description
"Fairweather Friend" is an R&B song by American singer Johnny Gill, released in 1990 from his self-titled album and known for its new jack swing style and themes of unreliable friendship.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c008db906c819096f3597d55d95432 elicitation completed
NER batch_69c06881313481908e9082ffe57f29b6 ner completed
NED1 batch_69c638935934819096a34da6f1b5110b ned_source_triple completed
NED2 batch_69c63cdf225c8190b26a23496d0acc1a ned_description completed
NEDg batch_69c63c71ac188190ad7912d2e6a68af8 nedg completed
Created at: March 22, 2026, 4:35 p.m.